These are live, verified numbers from the AI systems running this business — pulled from the production database, checked against the calendar and the records, and published including the mistakes. Every AI agency says their systems are reliable. This page is what it looks like to prove it.
After each call, the system audits itself in three passes. The agent's own account of what happened is worth nothing until it survives all three.
The transcript is read cold: what did the agent act as if happened? A booking, a message, nothing? No benefit of the doubt — the transcript is treated as untrusted input, not gospel.
Every claim is checked against the source of truth. Claimed a booking? The calendar is queried for a real event. Claimed a message was taken? The record has to exist. Where claim and reality disagree, reality wins.
A second, deliberately harsh review hunts for what pass two can't see: invented prices, overpromises, missed opportunities, clumsy handling. Failures get flagged, reported — and some of them get published here.
When the system gets something wrong, it earns an entry here — what it claimed, what was actually true, and what changed because of it. Details are redacted to protect callers; the mistake itself is not.
Every system I build for a client verifies its own work the same way — and every Operate & Maintain client gets a monthly report exactly like this page: what their AI handled, what it escalated, and what it got wrong. This page isn't marketing. It's a sample.
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